genetic parameters

遗传参数
  • 文章类型: Journal Article
    内蒙古阿尔巴斯白绒山羊是生产羊绒和肉类的两用品种。近年来,由于其丰富的营养和美味的风味,其肉类越来越受到消费者的欢迎。因此,研究影响内蒙古阿尔巴斯白绒山羊早期生长性状的遗传因素和非遗传因素,估计其早期生长性状的方差分量尤为重要。共有37487个开玩笑的记录,如出生体重(BWT),断奶重量(WWT),这项研究使用了343个父亲和7296个水坝从出生到断奶的平均日增重(ADG)和Kleiber比率(KR)。在似然比检验的基础上,通过拟合六个排除或包括母系遗传的模型,选择最合适的模型。母亲永久的环境影响。通过WOMBAT软件使用AIREML方法在最合适的模型下估计参数。使用最佳模型(模型6),BWT的遗传力估计为0.0435、0.0911、0.0932和0.2339,WWT,ADG和KR特征,分别。BWT的母体遗传力估计为0.0143、0.0246、0.0220和0.0186,WWT,ADG,和KR性状。采用双变量分析方法,用最合适的模型估计不同性状之间的相关性。性状间的直接加性遗传相关性为-0.026(BWT~KR)至0.772(ADG~KR)。母体永久环境相关性在-0.289(BWT-KR)~0.900(WWT-ADG)之间。结果表明,在旨在改善断奶前生长性状的任何计划中,都应考虑母体效应和直接母体遗传协方差,以进行准确的遗传评估。此外,WWT之间通常存在正相关和中高遗传相关性,ADG和KR由于早期生长性状存在遗传变异。结果表明,除KR外,这些性状的遗传进展都可以通过选择缓慢。
    Inner Mongolia Arbas white cashmere goats is a dual-purpose breed for producing cashmere and meat. In recent years, its meat has become more and more popular among consumers because of rich nutrients and delicious flavor. Therefore, it is particularly important to study the genetic and non-genetic factors affecting the early growth traits and estimate variance components of pre-weaning growth traits of Inner Mongolia Albas white cashmere goats. A total of 37487 kidding records such as birth weight (BWT), weaning weight (WWT), average daily gain from birth to weaning (ADG) and Kleiber ratio (KR) from 343 sires and 7296 dams were used in this study. The most appropriate model was chosen on the basis of likelihood ratio test by fitting six models which excluding or including maternal genetic, maternal permanent environmental effects. The parameters were estimated under the most appropriate model using AIREML method by WOMBAT software. With the best model (Model 6), heritability estimates were 0.0435, 0.0911, 0.0932 and 0.2339 for BWT, WWT, ADG and KR traits, respectively. Maternal heritability estimates were 0.0143, 0.0246, 0.0220 and 0.0186 for BWT, WWT, ADG, and KR traits respectively. The correlation between different traits was estimated with the most suitable model by using bivariate analysis method. The direct additive genetic correlation among the traits ranged from -0.026 (BWT~KR) to 0.772 (ADG~KR). The maternal permanent environment correlation is between -0.289 (BWT-KR) ~0.900 (WWT-ADG). Results indicated that maternal effects and direct-maternal genetic covariance should be considered in any program aimed at improving pre-weaning growth traits to have an accurate genetic evaluation. In addition, positive and medium to high genetic correlations generally exist among WWT, ADG and KR due to the existence of genetic variation for early growth traits. The results showed that the genetic progress of these traits could be slowly through selection except for KR.
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  • 文章类型: Journal Article
    从经济和福利的角度来看,将商业鹌鹑养殖业中的鸟类死亡率降至最低很重要。遗传和非遗传因素会影响鸟类的累积生存(CS)。因此,这项研究旨在调查非遗传因素对CSs的影响(从孵化到5(CS1),10(CS2),15(CS3),20(CS4),25(CS5),30(CS6),35(CS7),40(CS8),和45(CS9)天的年龄),并估算了鹌鹑杂交种群中CSs的遗传参数。数据集包括从70个父亲和72个水坝孵化的杂交小鸡的1794条记录。通过ASReml软件使用动物模型分析固定效应,通过吉布斯抽样对包括直接遗传效应在内的6个阈值动物模型进行拟合,采用贝叶斯方法对所有性状进行分析,母亲永久的环境影响,和母体的遗传效应。根据偏差信息标准选择每个性状的最佳拟合模型。舱口编号,舱口的月份,鸡组合对CSs有显著影响,但鸡的性别对CSs影响不显著。然而,女性的存活率高于男性(CS1除外)。有了最好的模型,最高和最低的直接遗传力估计为CS5(0.386)和CS3(0.250),分别。CS1、CS2、CS3和CS4性状的母系遗传效应显著,但母体永久性环境影响仅对CS1显著。CS1至CS4性状的母体遗传力范围估计为0.064至0.111,CS1的永久环境变异与表型变异的比率为0.021。结果表明,考虑到年轻年龄的母体遗传效应,可以通过纠正非遗传因素和遗传选择来提高鸟类的存活率。亮点:•在商业鹌鹑养殖业,从经济和福利的角度来看,鸟类死亡率很重要。•通过控制影响生存的遗传和非遗传因素,可以提高鹌鹑的生存,所以这些因素的知识是必要的。•杂交鸡的组合对累积存活性状具有显著影响。•杂种种群的累积生存性状具有相对较高的遗传多样性,所以这些性状的遗传选择可能是有效的。
    Minimizing bird mortality in the commercial quail breeding industry is important from an economic and welfare perspective. Genetic and non-genetic factors can influence on the cumulative survival of the birds (CS). Accordingly, this study aimed to investigate non-genetic factors on CSs (cumulative survival of the birds from hatch to 5 (CS1), 10 (CS2), 15 (CS3), 20 (CS4), 25 (CS5), 30 (CS6), 35 (CS7), 40 (CS8), and 45 (CS9) days of age), and estimation of the genetic parameters for CSs in crossbred population of quail. Data set included 1794 records from crossbred chicks hatched from 70 sires and 72 dams. The fixed effects were analyzed using an animal model by ASReml software, and all traits were analyzed using Bayesian method via Gibbs sampling by fitting of 6 threshold animal models including the direct genetic effect, the maternal permanent environmental effect, and the maternal genetic effect. The best fitted model for each trait was selected based on the deviance information criteria. Hatch number, the month of hatch, and combination of chickens showed a significant effect on CSs, but the sex of chickens does not have a significant effect on CSs. However, females have higher survival than males (except for CS1). With the best model, the highest and lowest direct heritability was estimated for CS5 (0.386) and CS3 (0.250), respectively. The maternal genetic effect was significant for CS1, CS2, CS3, and CS4 traits, but the maternal permanent environmental effect was significant only for CS1. The range of maternal heritability for CS1 to CS4 traits was estimated from 0.064 to 0.111, and ratio of the permanent environmental variance to phenotypic variance for CS1 was 0.021. The result showed that increasing of the birds\' survival could be performed by correcting non-genetic factors and genetic selection for CSs considering the maternal genetic effects in younger ages. HIGHLIGHTS: • In the commercial quail breeding industry, the bird mortality is important from an economic and welfare perspective. • Improving quail survival can be achieved by controlling the genetic and non-genetic factors affecting on survival, so knowledge of these factors is necessary. • The combination of crossbred chickens had a significant effect on cumulative survival traits. • The Cumulative survival traits in the crossbred population had relatively high genetic diversity, so genetic selection for these traits could be effective.
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  • 文章类型: Journal Article
    测试了一种新颖的方法,用于改进树木育种策略,该策略基于范围内的相互移植实验整合了数量和种群遗传学。对加拿大西部的杨树进行了五次互惠的常见花园试验,其中包括6450棵树,重点关注适应性状和生长。评估了遗传参数和原位移植模型。我们发现了生长与早春叶片潮红和晚秋衰老之间的遗传权衡。细胞裂解(CL)的表型变异系数(CVp),一种冻结伤害的措施,在秋季适应期间从0.28缩小到0.10,CVp斜率与冻结温度的关系显著不同于零(R2=0.33,p=0.02)。秋季物候比春叶物候有更多的种群间遗传变异。我们建议P.tremuloides表现出生态最佳和生理最佳冬季最低温度之间的差异。P.trmuloides的次优生长条件可能是由较温暖的生态最佳比生理最佳引起的。将快速种植者的辅助迁移和育种到较冷的人工林地,可以提高生产率。将研究种群转移到低于4°C的极端最低温度似乎可以安全地重新造林,以符合物种的历史重新定居方向。这相当于5-10°的纬度向北移动。在本研究测试的范围内,防霜冻性是家庭选择的有效标准。
    A novel method was tested for improving tree breeding strategies that integrate quantitative and population genetics based on range-wide reciprocal transplant experiments. Five reciprocal common garden tests of Populus tremuloides were investigated including 6450 trees across western Canada focusing on adaptation traits and growth. Both genetic parameters and home-site transplant models were evaluated. We found a genetic trade-off between growth and early spring leaf flush and late fall senescence. Coefficients of phenotypic variation (CVp) of cell lysis (CL), a measure of freezing injury, shrank from 0.28 to 0.10 during acclimation in the fall, and the CVp slope versus the freezing temperature was significantly different from zero (R 2 = 0.33, p = .02). There was more between-population genetic variation in fall phenology than in spring leaf phenology. We suggest that P. tremuloides demonstrated a discrepancy between the ecological optimum and the physiological optimum minimum winter temperature. The sub-optimal growing condition of P. tremuloides is potentially caused by the warmer ecological optimum than the physiological optimum. Assisted migration and breeding of fast growers to reforest cooler plantation sites can improve productivity. Transferring the study populations to less than 4°C of extreme minimum temperature appears safe for reforestation aligning with the historical recolonization direction of the species. This is equivalent to a 5-10° latitudinal northward movement. Fall frost hardiness is an effective criterion for family selection in the range tested in this study.
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  • 文章类型: Journal Article
    准确估计遗传参数,揭示更多的产奶量和品质遗传变异,有利于奶牛的遗传改良。在这项研究中,我们估计了奶牛的五个与牛奶相关的性状的遗传参数,产奶量(MY),乳脂百分比(MFP),牛奶脂肪产量(MFY),牛奶蛋白百分比(MPP),和基于随机回归测试日模型的乳蛋白产量(MPY)。对长江下游9,834头牛的95,375个测试日记录进行了估算。此外,对这些性状进行了全基因组关联研究(GWAS),基于调整后的表型。遗传性,以及标准误差,我的,MFP,MFY,MPP,泌乳期间的MPY范围分别为0.22±0.02至0.31±0.04、0.06±0.02至0.15±0.03、0.09±0.02至0.28±0.04、0.07±0.01至0.16±0.03和0.14±0.02至0.27±0.03,随着时间间隔的增加,泌乳内不同牛奶天数(DIM)之间的遗传相关性降低。两个,六,四,六,检测到三个单核苷酸多态性(SNPs),这解释了5.44,12.39,8.89,10.65和7.09%的表型变异,MFP,MFY,MPP,MPY,分别。通过分析最近的基因和检测到的SNP的200kb内的基因,富集了10个京都基因百科全书和25个基因本体论术语。此外,富集结果中可能对牛奶产量和质量起作用的17个基因被选为候选基因,包括CAMK2G,WNT3A,WNT9A,PLCB4,SMAD9,PLA2G4A,ARF1,OPLAH,MGST1、CLIP1、DGAT1、PRMT6、VPS28、HSF1、MAF1、TMEM98和F7。我们希望这项研究将为深入了解牛奶产量和品质性状的遗传结构提供有用的信息,以及有助于长江下游奶牛的基因组选择工作。
    Accurately estimating the genetic parameters and revealing more genetic variants underlying milk production and quality are conducive to the genetic improvement of dairy cows. In this study, we estimate the genetic parameters of five milk-related traits of cows-namely, milk yield (MY), milk fat percentage (MFP), milk fat yield (MFY), milk protein percentage (MPP), and milk protein yield (MPY)-based on a random regression test-day model. A total of 95,375 test-day records of 9,834 cows in the lower reaches of the Yangtze River were used for the estimation. In addition, genome-wide association studies (GWASs) for these traits were conducted, based on adjusted phenotypes. The heritability, as well as the standard errors, of MY, MFP, MFY, MPP, and MPY during lactation ranged from 0.22 ± 0.02 to 0.31 ± 0.04, 0.06 ± 0.02 to 0.15 ± 0.03, 0.09 ± 0.02 to 0.28 ± 0.04, 0.07 ± 0.01 to 0.16 ± 0.03, and 0.14 ± 0.02 to 0.27 ± 0.03, respectively, and the genetic correlations between different days in milk (DIM) within lactations decreased as the time interval increased. Two, six, four, six, and three single nucleotide polymorphisms (SNPs) were detected, which explained 5.44, 12.39, 8.89, 10.65, and 7.09% of the phenotypic variation in MY, MFP, MFY, MPP, and MPY, respectively. Ten Kyoto Encyclopedia of Genes and Genomes pathways and 25 Gene Ontology terms were enriched by analyzing the nearest genes and genes within 200 kb of the detected SNPs. Moreover, 17 genes in the enrichment results that may play roles in milk production and quality were selected as candidates, including CAMK2G, WNT3A, WNT9A, PLCB4, SMAD9, PLA2G4A, ARF1, OPLAH, MGST1, CLIP1, DGAT1, PRMT6, VPS28, HSF1, MAF1, TMEM98, and F7. We hope that this study will provide useful information for in-depth understanding of the genetic architecture of milk production and quality traits, as well as contribute to the genomic selection work of dairy cows in the lower reaches of the Yangtze River.
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  • 文章类型: Journal Article
    OBJECTIVE: The aim of this study was to estimate genetic parameters for 305-day cumulative milk yield and components, growth, and reproductive traits in Guzerá cattle.
    METHODS: The evaluated traits were 305-day first-lactation cumulative yields (kg) of milk (MY305), fat (FY305), protein (PY305), lactose (LY305), and total solids (SY305); age at first calving (AFC) in days; adjusted scrotal perimeter (cm) at the ages of 365 (SP365) and 450 (SP450) days; and adjusted body weight (kg) at the ages of 210 (W210), 365 (W365), and 450 (W450) days. The (co)variance components were estimated using the restricted maximum likelihood method for single-trait, bi-trait and tri-trait analyses. Contemporary groups and additive genetic effects were included in the general mixed model. Maternal genetic and permanent environmental effects were also included for W210.
    RESULTS: The direct heritability estimates ranged from 0.16 (W210) to 0.32 (MY305). The maternal heritability estimate for W210 was 0.03. Genetic correlation estimates among milk production traits and growth traits ranged from 0.92 to 0.99 and from 0.92 to 0.99, respectively. For milk production and growth traits, the genetic correlations ranged from 0.33 to 0.56. The genetic correlations among AFC and all other traits were negative (-0.43 to -0.27). Scrotal perimeter traits and body weights showed genetic correlations ranging from 0.41 to 0.46, and scrotal perimeter and milk production traits showed genetic correlations ranging from 0.11 to 0.30. The phenotypic correlations were similar in direction (same sign) and lower than the corresponding genetic correlations.
    CONCLUSIONS: These results suggest the viability and potential of joint selection for dairy and beef traits in Guzerá cattle, taking into account reproductive traits.
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  • 文章类型: Journal Article
    Bovine babesiosis is a tick-borne disease caused by intraerythrocytic protozoa and leads to substantial economic losses for the livestock industry throughout the world. Babesia bovis is considered the most pathogenic species, which causes bovine babesiosis in Brazil. Genomic data could be used to evaluate the viability of improving resistance against B. bovis infection level (IB) through genomic selection, and, for that, knowledge of genetic parameters is needed. Furthermore, genome-wide association studies (GWAS) could be conducted to provide a better understanding of the genetic basis of the host response to B. bovis infection. No previous work in quantitative genetics of B. bovis infection was found. Thus, the objective of this study was to estimate the genetic correlation between IB and tick count (TC), evaluate predictive ability and applicability of genomic selection, and perform GWAS in Hereford and Braford cattle. The single-step genomic best linear unbiased prediction method was used, which allows the estimation of both breeding values and marker effects. Standard phenotyping was conducted for both traits. IB quantifications from the blood of 1,858 animals were carried using quantitative PCR assays. For TC, one to three subsequent tick counts were performed by manually counting adult female ticks on one side of each animal\'s body that was naturally exposed to ticks. Animals were genotyped using the Illumina BovineSNP50 panel. The posterior mean of IB heritability, estimated by the Bayesian animal model in a bivariate analysis, was low (0.10), and the estimations of genetic correlation between IB and TC were also low (0.15). The cross-validation genomic prediction accuracy for IB ranged from 0.18 to 0.35 and from 0.29 to 0.32 using k-means and random clustering, respectively, suggesting that genomic predictions could be used as a tool to improve genetics for IB, especially if a larger training population is developed. The top 10 single nucleotide polymorphisms from the GWAS explained 5.04% of total genetic variance for IB, which were located on chromosomes 1, 2, 5, 6, 12, 17, 18, 16, 24, and 26. Some candidate genes participate in immunity system pathways indicating that those genes are involved in resistance to B. bovis in cattle. Although the genetic correlation between IB and TC was weak, some candidate genes for IB were also reported in tick infestation studies, and they were also involved in biological resistance processes. This study contributes to improving genetic knowledge regarding infection by B. bovis in cattle.
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  • 文章类型: Journal Article
    肉型鸡的骨骼完整性受到许多因素的影响,包括快速生长速度,营养和遗传学。探讨骨和矿物质代谢的遗传基础,在两个肉型鸡品系之间的杂交中进行了QTL检测研究,这些肉型鸡具有高(D)或低(D-)的消化效率。胫骨尺寸(长度,直径,在3周龄时测定体积)和灰分含量以及磷(P)保留和血浆浓度。估计了这些性状的遗传力及其与消化效率的遗传相关性。使用3379个SNP标记进行QTL定位研究。胫骨尺寸,体重,灰分含量和断裂强度具有高度遗传性(0.42至0.61)。相对胫骨直径和体积以及P保留与消化效率呈强烈正相关(0.57至0.80)。总共鉴定了35个QTL(胫骨重量为9个,胫骨尺寸为13,5骨强度,5为骨矿化,血浆P浓度为2,P保留为1)。六个QTL是全基因组显著的,和3个胫骨相对体积的QTL,6号染色体上的重量和灰分重量是固定的,来自D系的阳性等位基因.对于18号染色体上的灰分含量和26号染色体上的相对胫骨长度的两个QTL,置信区间小到足以识别潜在的候选基因。这些发现支持多个遗传基因座控制骨和矿物质代谢的证据。候选基因的识别可能为理解骨骼调节提供新的视角,甚至超越了鸟类。
    Skeletal integrity in meat-type chickens is affected by many factors including rapid growth rate, nutrition and genetics. To investigate the genetic basis of bone and mineral metabolism, a QTL detection study was conducted in an intercross between two lines of meat-type chickens divergently selected for their high (D +) or low (D -) digestive efficiency. Tibia size (length, diameter, volume) and ash content were determined at 3 weeks of age as well as phosphorus (P) retention and plasma concentration. Heritability of these traits and their genetic correlations with digestive efficiency were estimated. A QTL mapping study was performed using 3379 SNP markers. Tibia size, weight, ash content and breaking strength were highly heritable (0.42 to 0.61). Relative tibia diameter and volume as well as P retention were strongly and positively genetically correlated with digestive efficiency (0.57 to 0.80). A total of 35 QTL were identified (9 for tibia weight, 13 for tibia size, 5 for bone strength, 5 for bone mineralization, 2 for plasma P concentration and 1 for P retention). Six QTL were genome-wide significant, and 3 QTL for tibia relative volume, weight and ash weight on chromosome 6 were fixed, the positive allele coming from the D-line. For two QTL for ash content on chromosome 18 and relative tibia length on chromosome 26, the confidence intervals were small enough to identify potential candidate genes. These findings support the evidence of multiple genetic loci controlling bone and mineral metabolism. The identification of candidate genes may provide new perspectives in the understanding of bone regulation, even beyond avian species.
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  • 文章类型: Journal Article
    This study aimed at estimating the relationships between linear type traits and milk production in the dual-purpose Aosta Red Pied (ARP) cattle breed, by expressing type traits as factor scores with the same biological meaning of the individual traits. Factor analysis was applied to individual type traits for muscularity and udder of 32,275 first-parity ARP cows, obtaining 3 factor scores for individual muscularity (F1), udder side (F2), and udder conformation (F3). Data from 169,008 test-day records of milk, fat, and protein yield (kg), belonging to the first 3 lactations of 16,605 cows, were also analyzed. After obtaining genetic parameters for both morphological factors and milk production traits through a series of AIREML single-trait models, bivariate analyses were performed on a data set accounting for 201,283 records of 35,530 cows, to assess the phenotypic and genetic correlations among all factor scores and milk yield traits. The heritability estimates obtained proved to be moderate for both groups of traits, ranging from 0.132 (fat) to 0.314 (F1). Muscularity factor showed moderate and negative genetic correlations (ra) with udder size (-0.376) and udder conformation (0.214) factors. A low and negative ra was found between udder factors. Strong and positive ra were found among all the 3 milk production traits and F 0010 (ra≥0.597). Negative ra with milk traits were obtained for both F 0005 and F3, ranging from -0.417 to -0.221. Phenotypic correlations were lower than the genetic ones, and sometimes close to zero. The antagonism between milk production and meat attitude traits suggests that great attention should be paid in assigning proper weight to the traits, comprising functional traits such as udder conformation, included in selection indices for the dual-purpose breed. The ra obtained for factor scores are consistent with previous estimates for the corresponding individual type traits, and this confirms the possible use of factor analysis to improve type traits relevant to beef attitude.
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